Speeding Up Neural Networks for Large Scale Classification using WTA Hashing

Amir H. Bakhtiary, Agata Lapedriza, David Masip

In this paper we propose to use the Winner Takes All hashing technique to speed up forward propagation and backward propagation in fully connected layers in convolutional neural ne…